Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Application of machine intelligence-based knowledge graphs for software engineering Description An account of the resource This chapter focuses on knowledge graphs application in software engineering. It starts with a general exploration of artificial intelligence for software engineering and then funnels down to the area where knowledge graphs can be a good fit. The focus is to put together work done in this area and call out key learning and future aspirations. The knowledge management system's architecture, specific application of the knowledge graph in software engineering like automation of test case creation and aspiring to build a continuous learning system are explored. Understanding the semantics of the knowledge, developing an intelligent development environment, defect prediction with network analysis, and clustering of the graph data are exciting explorations. 2021, IGI Global. Creator An entity primarily responsible for making the resource Althar R.R.; Samanta D. Source A related resource from which the described resource is derived Methodologies and Applications of Computational Statistics for Machine Intelligence, pp. 186-202. Publisher An entity responsible for making the resource available IGI Global Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.4018/978-1-7998-7701-1.ch010" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/978-1-7998-7701-1.ch010</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124792951&amp;doi=10.4018%2F978-1-7998-7701-1.ch010&amp;partnerID=40&amp;md5=6d06593a7697903a3c01240f9ceaa7df" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124792951&amp;doi=10.4018%2f978-1-7998-7701-1.ch010&amp;partnerID=40&amp;md5=6d06593a7697903a3c01240f9ceaa7df</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-179987703-5; 978-179987701-1 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Althar R.R., Christ (Deemed to be University), QMS, First American India, Bangalore, India; Samanta D., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India